Title :
Robust H∞ static output feedback control of fuzzy systems: an ILMI approach
Author :
Huang, Dan ; Nguang, Sing Kiong
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Auckland, New Zealand
Abstract :
This paper examines the problem of robust H∞ static output feedback control of a Takagi-Sugeno fuzzy system. The proposed robust H∞ static output feedback controller guarantees the L2 gain of the mapping from the exogenous disturbances to the regulated output to be less than or equal to a prescribed level. The existence of a robust H∞ static output feedback control is given in terms of the solvability of bilinear matrix inequalities. An iterative algorithm based on the linear matrix inequality is developed to compute robust H∞ static output feedback gains. To reduce the conservatism of the design, the structural information of membership function characteristics is incorporated. A numerical example is used to illustrate the validity of the design methodologies.
Keywords :
H/sup /spl infin// control; feedback; fuzzy control; fuzzy systems; iterative methods; linear matrix inequalities; robust control; ILMI approach; Takagi-Sugeno fuzzy system; bilinear matrix inequalities; iterative algorithm; membership function characteristics; robust H/sub /spl infin// static output feedback control; Control systems; Fuzzy systems; Iterative algorithms; Linear matrix inequalities; Linear systems; Nonlinear dynamical systems; Nonlinear systems; Output feedback; Robust control; Takagi-Sugeno model; BMIs; ILMI; Robust; T–S fuzzy model; Algorithms; Computer Simulation; Feedback; Fuzzy Logic; Models, Theoretical; Nonlinear Dynamics;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2005.856145